Dataset statistics
| Number of variables | 28 |
|---|---|
| Number of observations | 21458 |
| Missing cells | 123342 |
| Missing cells (%) | 20.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.6 MiB |
| Average record size in memory | 224.0 B |
Variable types
| CAT | 17 |
|---|---|
| NUM | 9 |
| UNSUPPORTED | 2 |
Reproduction
| Analysis started | 2020-08-09 21:35:33.680970 |
|---|---|
| Analysis finished | 2020-08-09 21:35:51.066773 |
| Duration | 17.39 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
CampaignNumber has a high cardinality: 3345 distinct values | High cardinality |
VehicleModel has a high cardinality: 1259 distinct values | High cardinality |
MfgCampaignNumber has a high cardinality: 1515 distinct values | High cardinality |
ComponentName has a high cardinality: 311 distinct values | High cardinality |
MfgFiledReport has a high cardinality: 137 distinct values | High cardinality |
DefectSummary has a high cardinality: 3125 distinct values | High cardinality |
ConsequenceSummary has a high cardinality: 2591 distinct values | High cardinality |
CorrectiveSummary has a high cardinality: 3129 distinct values | High cardinality |
RecallNotes has a high cardinality: 1668 distinct values | High cardinality |
RecallComponentID has a high cardinality: 19743 distinct values | High cardinality |
mfr_comp_name has a high cardinality: 61 distinct values | High cardinality |
mfr_comp_desc has a high cardinality: 68 distinct values | High cardinality |
mfr_comp_ptno has a high cardinality: 187 distinct values | High cardinality |
RecordID is highly correlated with df_index | High correlation |
df_index is highly correlated with RecordID | High correlation |
ReportReceivedDate is highly correlated with OwnerNotifiedDate and 1 other fields | High correlation |
OwnerNotifiedDate is highly correlated with ReportReceivedDate and 1 other fields | High correlation |
RecordCreationDate is highly correlated with OwnerNotifiedDate and 1 other fields | High correlation |
mfr_comp_name is highly correlated with VehicleMake and 3 other fields | High correlation |
VehicleMake is highly correlated with mfr_comp_name and 1 other fields | High correlation |
RecallTypeCode is highly correlated with mfr_comp_name and 1 other fields | High correlation |
MfgOfRecalledProducts is highly correlated with mfr_comp_name and 1 other fields | High correlation |
mfr_comp_desc is highly correlated with VehicleMake and 3 other fields | High correlation |
MfgCampaignNumber has 10996 (51.2%) missing values | Missing |
MfgBeginDate has 6987 (32.6%) missing values | Missing |
MfgEndDate has 6935 (32.3%) missing values | Missing |
OwnerNotifiedDate has 2001 (9.3%) missing values | Missing |
RegulationPartNumber has 19089 (89.0%) missing values | Missing |
FMVSafetyStandardNumber has 16482 (76.8%) missing values | Missing |
DefectSummary has 424 (2.0%) missing values | Missing |
ConsequenceSummary has 1108 (5.2%) missing values | Missing |
CorrectiveSummary has 411 (1.9%) missing values | Missing |
mfr_comp_name has 19570 (91.2%) missing values | Missing |
mfr_comp_desc has 19581 (91.3%) missing values | Missing |
mfr_comp_ptno has 19730 (91.9%) missing values | Missing |
MfgBeginDate is highly skewed (γ1 = -56.42137554) | Skewed |
MfgEndDate is highly skewed (γ1 = -66.49257101) | Skewed |
df_index has unique values | Unique |
RecordID has unique values | Unique |
RegulationPartNumber is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FMVSafetyStandardNumber is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
| Distinct count | 21458 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92457.34709665393 |
|---|---|
| Minimum | 48 |
| Maximum | 154390 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 11404.85 |
| Q1 | 51772.25 |
| median | 101448.5 |
| Q3 | 135896.5 |
| 95-th percentile | 152127.15 |
| Maximum | 154390 |
| Range | 154342 |
| Interquartile range (IQR) | 84124.25 |
Descriptive statistics
| Standard deviation | 47169.87297 |
|---|---|
| Coefficient of variation (CV) | 0.510179823 |
| Kurtosis | -1.143884302 |
| Mean | 92457.3471 |
| Median Absolute Deviation (MAD) | 39593 |
| Skewness | -0.3904815271 |
| Sum | 1983949754 |
| Variance | 2224996916 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 74230 | 1 | < 0.1% | |
| 105126 | 1 | < 0.1% | |
| 151506 | 1 | < 0.1% | |
| 96938 | 1 | < 0.1% | |
| 107873 | 1 | < 0.1% | |
| 140673 | 1 | < 0.1% | |
| 154286 | 1 | < 0.1% | |
| 142000 | 1 | < 0.1% | |
| 151271 | 1 | < 0.1% | |
| Other values (21448) | 21448 | > 99.9% |
| Value | Count | Frequency (%) | |
| 48 | 1 | < 0.1% | |
| 49 | 1 | < 0.1% | |
| 67 | 1 | < 0.1% | |
| 97 | 1 | < 0.1% | |
| 98 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 154390 | 1 | < 0.1% | |
| 154389 | 1 | < 0.1% | |
| 154388 | 1 | < 0.1% | |
| 154387 | 1 | < 0.1% | |
| 154352 | 1 | < 0.1% |
| Distinct count | 21458 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92458.34709665393 |
|---|---|
| Minimum | 49 |
| Maximum | 154391 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 11405.85 |
| Q1 | 51773.25 |
| median | 101449.5 |
| Q3 | 135897.5 |
| 95-th percentile | 152128.15 |
| Maximum | 154391 |
| Range | 154342 |
| Interquartile range (IQR) | 84124.25 |
Descriptive statistics
| Standard deviation | 47169.87297 |
|---|---|
| Coefficient of variation (CV) | 0.510174305 |
| Kurtosis | -1.143884302 |
| Mean | 92458.3471 |
| Median Absolute Deviation (MAD) | 39593 |
| Skewness | -0.3904815271 |
| Sum | 1983971212 |
| Variance | 2224996916 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2047 | 1 | < 0.1% | |
| 154286 | 1 | < 0.1% | |
| 142000 | 1 | < 0.1% | |
| 151271 | 1 | < 0.1% | |
| 126913 | 1 | < 0.1% | |
| 12979 | 1 | < 0.1% | |
| 2740 | 1 | < 0.1% | |
| 131765 | 1 | < 0.1% | |
| 123577 | 1 | < 0.1% | |
| 82719 | 1 | < 0.1% | |
| Other values (21448) | 21448 | > 99.9% |
| Value | Count | Frequency (%) | |
| 49 | 1 | < 0.1% | |
| 50 | 1 | < 0.1% | |
| 68 | 1 | < 0.1% | |
| 98 | 1 | < 0.1% | |
| 99 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 154391 | 1 | < 0.1% | |
| 154390 | 1 | < 0.1% | |
| 154389 | 1 | < 0.1% | |
| 154388 | 1 | < 0.1% | |
| 154353 | 1 | < 0.1% |
| Distinct count | 3345 |
|---|---|
| Unique (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| 20V440000 | 630 |
|---|---|
| 20V439000 | 464 |
| 09E012000 | 247 |
| 06E026000 | 216 |
| 98V178000 | 206 |
| Other values (3340) |
| Value | Count | Frequency (%) | |
| 20V440000 | 630 | 2.9% | |
| 20V439000 | 464 | 2.2% | |
| 09E012000 | 247 | 1.2% | |
| 06E026000 | 216 | 1.0% | |
| 98V178000 | 206 | 1.0% | |
| 09E025000 | 197 | 0.9% | |
| 19V741000 | 184 | 0.9% | |
| 06E049000 | 173 | 0.8% | |
| 20V378000 | 149 | 0.7% | |
| 20V314000 | 140 | 0.7% | |
| Other values (3335) | 18852 | 87.9% |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
| Distinct count | 20 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| BMW | |
|---|---|
| HONDA | |
| TOYOTA | |
| VOLVO | |
| NISSAN | 1289 |
| Other values (15) |
| Value | Count | Frequency (%) | |
| BMW | 3498 | 16.3% | |
| HONDA | 3420 | 15.9% | |
| TOYOTA | 2427 | 11.3% | |
| VOLVO | 2163 | 10.1% | |
| NISSAN | 1289 | 6.0% | |
| VOLKSWAGEN | 1273 | 5.9% | |
| SUBARU | 1184 | 5.5% | |
| AUDI | 935 | 4.4% | |
| MAZDA | 752 | 3.5% | |
| LEXUS | 726 | 3.4% | |
| Other values (10) | 3791 | 17.7% |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 5.39947805 |
| Min length | 3 |
| Distinct count | 1259 |
|---|---|
| Unique (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| PILOT | 577 |
|---|---|
| ODYSSEY | 506 |
| ACCORD | 392 |
| CIVIC | 390 |
| PASSPORT | 318 |
| Other values (1254) |
| Value | Count | Frequency (%) | |
| PILOT | 577 | 2.7% | |
| ODYSSEY | 506 | 2.4% | |
| ACCORD | 392 | 1.8% | |
| CIVIC | 390 | 1.8% | |
| PASSPORT | 318 | 1.5% | |
| TUNDRA | 267 | 1.2% | |
| LEGACY | 223 | 1.0% | |
| COROLLA | 212 | 1.0% | |
| IMPREZA | 207 | 1.0% | |
| JETTA | 206 | 1.0% | |
| Other values (1249) | 18160 | 84.6% |
Length
| Max length | 25 |
|---|---|
| Median length | 5 |
| Mean length | 5.855857955 |
| Min length | 1 |
VehicleYear
Real number (ℝ≥0)
| Distinct count | 74 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2046.8997576661386 |
|---|---|
| Minimum | 1949 |
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 1949 |
|---|---|
| 5-th percentile | 1983 |
| Q1 | 2000 |
| median | 2008 |
| Q3 | 2014 |
| 95-th percentile | 2019 |
| Maximum | 9999 |
| Range | 8050 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 573.5441658 |
|---|---|
| Coefficient of variation (CV) | 0.2802013941 |
| Kurtosis | 188.2205131 |
| Mean | 2046.899758 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 13.78874809 |
| Sum | 43922375 |
| Variance | 328952.9101 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 2019 | 1115 | 5.2% | |
| 2010 | 1045 | 4.9% | |
| 2011 | 969 | 4.5% | |
| 2009 | 946 | 4.4% | |
| 2008 | 924 | 4.3% | |
| 2012 | 873 | 4.1% | |
| 2006 | 827 | 3.9% | |
| 2007 | 821 | 3.8% | |
| 2013 | 815 | 3.8% | |
| 2014 | 789 | 3.7% | |
| Other values (64) | 12334 | 57.5% |
| Value | Count | Frequency (%) | |
| 1949 | 1 | < 0.1% | |
| 1950 | 1 | < 0.1% | |
| 1951 | 1 | < 0.1% | |
| 1952 | 1 | < 0.1% | |
| 1953 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9999 | 111 | 0.5% | |
| 2021 | 165 | 0.8% | |
| 2020 | 774 | 3.6% | |
| 2019 | 1115 | 5.2% | |
| 2018 | 680 | 3.2% |
| Distinct count | 1515 |
|---|---|
| Unique (%) | 14.5% |
| Missing | 10996 |
| Missing (%) | 51.2% |
| Memory size | 167.6 KiB |
| Y7Y | 630 |
|---|---|
| T89 | 464 |
| J0A, J0B, J0C, JLI | 184 |
| R10029 | 149 |
| 20TB12/20TA12 | 102 |
| Other values (1510) |
| Value | Count | Frequency (%) | |
| Y7Y | 630 | 2.9% | |
| T89 | 464 | 2.2% | |
| J0A, J0B, J0C, JLI | 184 | 0.9% | |
| R10029 | 149 | 0.7% | |
| 20TB12/20TA12 | 102 | 0.5% | |
| U40,M45,O41,G44 | 93 | 0.4% | |
| 110 | 92 | 0.4% | |
| RVXX0001 | 78 | 0.4% | |
| SET16B | 76 | 0.4% | |
| See attached report. | 72 | 0.3% | |
| Other values (1505) | 8522 | 39.7% | |
| (Missing) | 10996 | 51.2% |
Length
| Max length | 20 |
|---|---|
| Median length | 3 |
| Mean length | 4.762373008 |
| Min length | 2 |
| Distinct count | 311 |
|---|---|
| Unique (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| AIR BAGS:FRONTAL:PASSENGER SIDE:INFLATOR MODULE | 1956 |
|---|---|
| EXTERIOR LIGHTING | 1128 |
| AIR BAGS:FRONTAL:DRIVER SIDE:INFLATOR MODULE | 1055 |
| ELECTRICAL SYSTEM: SOFTWARE | 694 |
| BACK OVER PREVENTION: SENSING SYSTEM: CAMERA | 652 |
| Other values (306) |
| Value | Count | Frequency (%) | |
| AIR BAGS:FRONTAL:PASSENGER SIDE:INFLATOR MODULE | 1956 | 9.1% | |
| EXTERIOR LIGHTING | 1128 | 5.3% | |
| AIR BAGS:FRONTAL:DRIVER SIDE:INFLATOR MODULE | 1055 | 4.9% | |
| ELECTRICAL SYSTEM: SOFTWARE | 694 | 3.2% | |
| BACK OVER PREVENTION: SENSING SYSTEM: CAMERA | 652 | 3.0% | |
| FUEL SYSTEM, GASOLINE:DELIVERY:FUEL PUMP | 605 | 2.8% | |
| EQUIPMENT:OTHER:LABELS | 555 | 2.6% | |
| EXTERIOR LIGHTING:HEADLIGHTS | 530 | 2.5% | |
| AIR BAGS | 442 | 2.1% | |
| ENGINE AND ENGINE COOLING:ENGINE | 330 | 1.5% | |
| Other values (301) | 13511 | 63.0% |
Length
| Max length | 96 |
|---|---|
| Median length | 34 |
| Mean length | 34.32332929 |
| Min length | 5 |
| Distinct count | 137 |
|---|---|
| Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| Honda (American Honda Motor Co.) | |
|---|---|
| BMW of North America, LLC | 2281 |
| Toyota Motor Engineering & Manufacturing | 1535 |
| Volkswagen Group of America, Inc. | 1000 |
| Subaru of America, Inc. | 840 |
| Other values (132) |
| Value | Count | Frequency (%) | |
| Honda (American Honda Motor Co.) | 2669 | 12.4% | |
| BMW of North America, LLC | 2281 | 10.6% | |
| Toyota Motor Engineering & Manufacturing | 1535 | 7.2% | |
| Volkswagen Group of America, Inc. | 1000 | 4.7% | |
| Subaru of America, Inc. | 840 | 3.9% | |
| BAYERISCHE MOTOREN WERKE | 801 | 3.7% | |
| NISSAN NORTH AMERICA, INC. | 777 | 3.6% | |
| VOLKSWAGEN OF AMERICA,INC | 743 | 3.5% | |
| Nissan North America, Inc. | 665 | 3.1% | |
| VOLVO TRUCKS NORTH AMERICA INC | 557 | 2.6% | |
| Other values (127) | 9590 | 44.7% |
Length
| Max length | 40 |
|---|---|
| Median length | 26 |
| Mean length | 27.04119676 |
| Min length | 5 |
| Distinct count | 2995 |
|---|---|
| Unique (%) | 20.7% |
| Missing | 6987 |
| Missing (%) | 32.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20030467.416557252 |
|---|---|
| Minimum | 2090211.0 |
| Maximum | 20200927.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 2090211 |
|---|---|
| 5-th percentile | 19830101 |
| Q1 | 19990331 |
| median | 20051201 |
| Q3 | 20110314 |
| 95-th percentile | 20170610.5 |
| Maximum | 20200927 |
| Range | 18110716 |
| Interquartile range (IQR) | 119983 |
Descriptive statistics
| Standard deviation | 202471.5267 |
|---|---|
| Coefficient of variation (CV) | 0.01010817783 |
| Kurtosis | 4657.496601 |
| Mean | 20030467.42 |
| Median Absolute Deviation (MAD) | 59415 |
| Skewness | -56.42137554 |
| Sum | 2.89860894e+11 |
| Variance | 4.099471911e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 20040823 | 81 | 0.4% | |
| 19880926 | 78 | 0.4% | |
| 19880201 | 77 | 0.4% | |
| 19871205 | 75 | 0.3% | |
| 20050201 | 66 | 0.3% | |
| 19901111 | 65 | 0.3% | |
| 19820709 | 60 | 0.3% | |
| 19910301 | 60 | 0.3% | |
| 20030109 | 59 | 0.3% | |
| 19870101 | 56 | 0.3% | |
| Other values (2985) | 13794 | 64.3% | |
| (Missing) | 6987 | 32.6% |
| Value | Count | Frequency (%) | |
| 2090211 | 1 | < 0.1% | |
| 10111129 | 1 | < 0.1% | |
| 19000101 | 7 | < 0.1% | |
| 19490801 | 21 | 0.1% | |
| 19650401 | 10 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20200927 | 1 | < 0.1% | |
| 20191023 | 1 | < 0.1% | |
| 20191022 | 2 | < 0.1% | |
| 20191018 | 1 | < 0.1% | |
| 20191007 | 1 | < 0.1% |
| Distinct count | 3101 |
|---|---|
| Unique (%) | 21.4% |
| Missing | 6935 |
| Missing (%) | 32.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20059907.349652275 |
|---|---|
| Minimum | 2040211.0 |
| Maximum | 20200310.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 2040211 |
|---|---|
| 5-th percentile | 19860201 |
| Q1 | 20010831 |
| median | 20090730 |
| Q3 | 20140226 |
| 95-th percentile | 20180916.7 |
| Maximum | 20200310 |
| Range | 18160099 |
| Interquartile range (IQR) | 129395 |
Descriptive statistics
| Standard deviation | 182578.7946 |
|---|---|
| Coefficient of variation (CV) | 0.009101676863 |
| Kurtosis | 6534.365945 |
| Mean | 20059907.35 |
| Median Absolute Deviation (MAD) | 59721 |
| Skewness | -66.49257101 |
| Sum | 2.913300344e+11 |
| Variance | 3.333501623e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 19941130 | 206 | 1.0% | |
| 20110930 | 88 | 0.4% | |
| 19930331 | 78 | 0.4% | |
| 20111216 | 76 | 0.4% | |
| 20120127 | 75 | 0.3% | |
| 20181205 | 72 | 0.3% | |
| 20080724 | 71 | 0.3% | |
| 20020717 | 65 | 0.3% | |
| 20140523 | 62 | 0.3% | |
| 19851218 | 60 | 0.3% | |
| Other values (3091) | 13670 | 63.7% | |
| (Missing) | 6935 | 32.3% |
| Value | Count | Frequency (%) | |
| 2040211 | 1 | < 0.1% | |
| 19000101 | 7 | < 0.1% | |
| 19661001 | 2 | < 0.1% | |
| 19670801 | 1 | < 0.1% | |
| 19671201 | 6 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20200310 | 1 | < 0.1% | |
| 20200213 | 1 | < 0.1% | |
| 20191205 | 3 | < 0.1% | |
| 20191111 | 1 | < 0.1% | |
| 20191030 | 8 | < 0.1% |
| Distinct count | 5 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| V | |
|---|---|
| E | 2367 |
| I | 24 |
| T | 11 |
| C | 1 |
| Value | Count | Frequency (%) | |
| V | 19055 | 88.8% | |
| E | 2367 | 11.0% | |
| I | 24 | 0.1% | |
| T | 11 | 0.1% | |
| C | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
PotentialUnitsAffected
Real number (ℝ≥0)
| Distinct count | 2641 |
|---|---|
| Unique (%) | 12.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 282520.65172204876 |
|---|---|
| Minimum | 0.0 |
| Maximum | 14400000.0 |
| Zeros | 28 |
| Zeros (%) | 0.1% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 153 |
| Q1 | 4800 |
| median | 51465 |
| Q3 | 295136 |
| 95-th percentile | 1228830 |
| Maximum | 14400000 |
| Range | 14400000 |
| Interquartile range (IQR) | 290336 |
Descriptive statistics
| Standard deviation | 672834.891 |
|---|---|
| Coefficient of variation (CV) | 2.381542329 |
| Kurtosis | 118.703365 |
| Mean | 282520.6517 |
| Median Absolute Deviation (MAD) | 50851 |
| Skewness | 8.085022406 |
| Sum | 6062045624 |
| Variance | 4.527067905e+11 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 499342 | 630 | 2.9% | |
| 607784 | 464 | 2.2% | |
| 16270 | 247 | 1.2% | |
| 340000 | 234 | 1.1% | |
| 61944 | 216 | 1.0% | |
| 42540 | 197 | 0.9% | |
| 928220 | 184 | 0.9% | |
| 27176 | 173 | 0.8% | |
| 307910 | 149 | 0.7% | |
| 135995 | 140 | 0.7% | |
| Other values (2631) | 18823 | 87.7% |
| Value | Count | Frequency (%) | |
| 0 | 28 | 0.1% | |
| 1 | 10 | < 0.1% | |
| 2 | 17 | 0.1% | |
| 3 | 22 | 0.1% | |
| 4 | 17 | 0.1% |
| Value | Count | Frequency (%) | |
| 14400000 | 11 | 0.1% | |
| 6281043 | 50 | 0.2% | |
| 4445056 | 39 | 0.2% | |
| 3700000 | 51 | 0.2% | |
| 3498481 | 25 | 0.1% |
| Distinct count | 2464 |
|---|---|
| Unique (%) | 12.7% |
| Missing | 2001 |
| Missing (%) | 9.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20092671.11605078 |
|---|---|
| Minimum | 19010101.0 |
| Maximum | 20200729.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 19010101 |
|---|---|
| 5-th percentile | 19860214 |
| Q1 | 20050927 |
| median | 20130422 |
| Q3 | 20180209 |
| 95-th percentile | 20200212 |
| Maximum | 20200729 |
| Range | 1190628 |
| Interquartile range (IQR) | 129282 |
Descriptive statistics
| Standard deviation | 111738.1801 |
|---|---|
| Coefficient of variation (CV) | 0.005561141147 |
| Kurtosis | 4.501783483 |
| Mean | 20092671.12 |
| Median Absolute Deviation (MAD) | 59703 |
| Skewness | -1.720793308 |
| Sum | 3.909431019e+11 |
| Variance | 1.248542089e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 20090511 | 247 | 1.2% | |
| 20190812 | 220 | 1.0% | |
| 20060403 | 217 | 1.0% | |
| 20200107 | 210 | 1.0% | |
| 19990331 | 206 | 1.0% | |
| 20090728 | 197 | 0.9% | |
| 20191120 | 186 | 0.9% | |
| 20060701 | 173 | 0.8% | |
| 20100527 | 157 | 0.7% | |
| 20180615 | 142 | 0.7% | |
| Other values (2454) | 17502 | 81.6% | |
| (Missing) | 2001 | 9.3% |
| Value | Count | Frequency (%) | |
| 19010101 | 6 | < 0.1% | |
| 19660923 | 1 | < 0.1% | |
| 19661006 | 1 | < 0.1% | |
| 19661219 | 1 | < 0.1% | |
| 19661223 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20200729 | 1 | < 0.1% | |
| 20200727 | 6 | < 0.1% | |
| 20200724 | 84 | 0.4% | |
| 20200723 | 6 | < 0.1% | |
| 20200722 | 140 | 0.7% |
RecallInitiator
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| MFR | |
|---|---|
| ODI | |
| OVSC | 1689 |
| Value | Count | Frequency (%) | |
| MFR | 14691 | 68.5% | |
| ODI | 5078 | 23.7% | |
| OVSC | 1689 | 7.9% |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.078711902 |
| Min length | 3 |
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| Honda (American Honda Motor Co.) | |
|---|---|
| BMW of North America, LLC | |
| Toyota Motor Corporation | |
| Volkswagen Group of America, Inc. | |
| Nissan North America, Inc. | |
| Other values (18) |
| Value | Count | Frequency (%) | |
| Honda (American Honda Motor Co.) | 4064 | 18.9% | |
| BMW of North America, LLC | 3698 | 17.2% | |
| Toyota Motor Corporation | 3153 | 14.7% | |
| Volkswagen Group of America, Inc. | 2208 | 10.3% | |
| Nissan North America, Inc. | 1697 | 7.9% | |
| Volvo Trucks North America | 1240 | 5.8% | |
| Subaru of America, Inc. | 1184 | 5.5% | |
| Volvo Car USA LLC | 923 | 4.3% | |
| Porsche Cars North America, Inc. | 655 | 3.1% | |
| Hyundai Motor America | 653 | 3.0% | |
| Other values (13) | 1983 | 9.2% |
Length
| Max length | 36 |
|---|---|
| Median length | 25 |
| Mean length | 26.02390717 |
| Min length | 10 |
| Distinct count | 2412 |
|---|---|
| Unique (%) | 11.2% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20098066.4434657 |
|---|---|
| Minimum | 19660929.0 |
| Maximum | 20200731.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 19660929 |
|---|---|
| 5-th percentile | 19860310 |
| Q1 | 20060321 |
| median | 20131212 |
| Q3 | 20180848 |
| 95-th percentile | 20200728 |
| Maximum | 20200731 |
| Range | 539802 |
| Interquartile range (IQR) | 120527 |
Descriptive statistics
| Standard deviation | 110703.4388 |
|---|---|
| Coefficient of variation (CV) | 0.005508163639 |
| Kurtosis | 2.157125106 |
| Mean | 20098066.44 |
| Median Absolute Deviation (MAD) | 59407 |
| Skewness | -1.540110619 |
| Sum | 4.312241136e+11 |
| Variance | 1.225525136e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 20200728 | 1111 | 5.2% | |
| 20090407 | 247 | 1.2% | |
| 20190627 | 231 | 1.1% | |
| 20200115 | 222 | 1.0% | |
| 20060323 | 216 | 1.0% | |
| 20200102 | 210 | 1.0% | |
| 19980804 | 206 | 1.0% | |
| 20090511 | 197 | 0.9% | |
| 20191017 | 191 | 0.9% | |
| 20060524 | 182 | 0.8% | |
| Other values (2402) | 18443 | 85.9% |
| Value | Count | Frequency (%) | |
| 19660929 | 1 | < 0.1% | |
| 19661010 | 1 | < 0.1% | |
| 19661221 | 1 | < 0.1% | |
| 19661228 | 2 | < 0.1% | |
| 19670101 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20200731 | 1 | < 0.1% | |
| 20200729 | 2 | < 0.1% | |
| 20200728 | 1111 | 5.2% | |
| 20200722 | 1 | < 0.1% | |
| 20200717 | 1 | < 0.1% |
| Distinct count | 2005 |
|---|---|
| Unique (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20099760.04357349 |
|---|---|
| Minimum | 19791012 |
| Maximum | 20200731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 167.6 KiB |
Quantile statistics
| Minimum | 19791012 |
|---|---|
| 5-th percentile | 19860311 |
| Q1 | 20060321 |
| median | 20131217 |
| Q3 | 20180831 |
| 95-th percentile | 20200729 |
| Maximum | 20200731 |
| Range | 409719 |
| Interquartile range (IQR) | 120510 |
Descriptive statistics
| Standard deviation | 105539.2502 |
|---|---|
| Coefficient of variation (CV) | 0.005250771652 |
| Kurtosis | 1.151248456 |
| Mean | 20099760.04 |
| Median Absolute Deviation (MAD) | 59403 |
| Skewness | -1.330607305 |
| Sum | 4.31300651e+11 |
| Variance | 1.113853334e+10 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 20200729 | 1113 | 5.2% | |
| 19791012 | 696 | 3.2% | |
| 20190131 | 259 | 1.2% | |
| 20090407 | 247 | 1.2% | |
| 20190701 | 235 | 1.1% | |
| 20200115 | 222 | 1.0% | |
| 20060323 | 216 | 1.0% | |
| 20200103 | 210 | 1.0% | |
| 19980814 | 206 | 1.0% | |
| 20090511 | 197 | 0.9% | |
| Other values (1995) | 17857 | 83.2% |
| Value | Count | Frequency (%) | |
| 19791012 | 696 | 3.2% | |
| 19791211 | 5 | < 0.1% | |
| 19791212 | 2 | < 0.1% | |
| 19791214 | 10 | < 0.1% | |
| 19800114 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 20200731 | 1 | < 0.1% | |
| 20200729 | 1113 | 5.2% | |
| 20200722 | 1 | < 0.1% | |
| 20200717 | 1 | < 0.1% | |
| 20200716 | 102 | 0.5% |
| Distinct count | 3125 |
|---|---|
| Unique (%) | 14.9% |
| Missing | 424 |
| Missing (%) | 2.0% |
| Memory size | 167.6 KiB |
| Honda (American Honda Motor Co.) is recalling certain 2019-2021 Pilot, 2019-2020 Odyssey and 2019-2020 Passport vehicles. Incorrect central network software programming may cause several errors to occur that can delay or prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) number 111, "Rearview Mirrors." | 630 |
|---|---|
| Honda (American Honda Motor Co.) is recalling certain 2018-2020 Odyssey, 2019-2020 Passport, and 2019-2021 Pilot vehicles. Incorrect instrument panel control module software can cause the instrument panel to not display critical information, such as engine oil pressure, speedometer, and gear selector position until the next ignition cycle. Additionally, it can prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) numbers 101, "Control and Displays" and 111, "Rearview Mirrors." | 464 |
| SABERSPORT IS RECALLING 16,270 COMBINATION CORNER AND BUMPER LAMP ASSEMBLIES OF VARIOUS PART NUMBERS SOLD FOR USE AS AFTERMARKET EQUIPMENT FOR VARIOUS PASSENGER VEHICLES. THESE HEADLAMPS FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, "LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT." THESE LAMPS DO NOT CONTAIN THE REQUIRED AMBER SIDE REFLECTORS. | 247 |
| CERTAIN PRO-A MOTORS CORNER LAMPS, TURN SIGNALS, AND HEADLIGHTS SOLD AS REPLACEMENT LAMPS FOR USE ON CERTAIN PASSENGER VEHICLES LISTED ABOVE. SOME COMBINATION LAMPS THAT ARE NOT EQUIPPED WITH AMBER SIDE REFLECTORS FAIL TO CONFORM TO FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT. | 216 |
| VEHICLE DESCRIPTION: PASSENGER VEHICLES. A MALFUNCTION OR FAILURE OF A COOLANT SYSTEM COMPONENT, SUCH AS A THERMOSTAT, WATER PUMP, OR FAN BELT, CAN RESULT IN SIGNIFICANTLY INCREASED COOLANT TEMPERATURE AND SYSTEM PRESSURE. IF THE INDICATIONS OF A CRITICAL OVERHEATING CONDITION IS NOT NOTICED BY THE DRIVER, IT IS POSSIBLE THAT DAMAGE TO, OR FAILURE OF, A COOLANT SYSTEM COMPONENT COULD OCCUR. | 206 |
| Other values (3120) |
| Value | Count | Frequency (%) | |
| Honda (American Honda Motor Co.) is recalling certain 2019-2021 Pilot, 2019-2020 Odyssey and 2019-2020 Passport vehicles. Incorrect central network software programming may cause several errors to occur that can delay or prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) number 111, "Rearview Mirrors." | 630 | 2.9% | |
| Honda (American Honda Motor Co.) is recalling certain 2018-2020 Odyssey, 2019-2020 Passport, and 2019-2021 Pilot vehicles. Incorrect instrument panel control module software can cause the instrument panel to not display critical information, such as engine oil pressure, speedometer, and gear selector position until the next ignition cycle. Additionally, it can prevent the rearview camera image from displaying. As such, these vehicles fail to comply with the requirements of Federal Motor Vehicle Safety Standard (FMVSS) numbers 101, "Control and Displays" and 111, "Rearview Mirrors." | 464 | 2.2% | |
| SABERSPORT IS RECALLING 16,270 COMBINATION CORNER AND BUMPER LAMP ASSEMBLIES OF VARIOUS PART NUMBERS SOLD FOR USE AS AFTERMARKET EQUIPMENT FOR VARIOUS PASSENGER VEHICLES. THESE HEADLAMPS FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, "LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT." THESE LAMPS DO NOT CONTAIN THE REQUIRED AMBER SIDE REFLECTORS. | 247 | 1.2% | |
| CERTAIN PRO-A MOTORS CORNER LAMPS, TURN SIGNALS, AND HEADLIGHTS SOLD AS REPLACEMENT LAMPS FOR USE ON CERTAIN PASSENGER VEHICLES LISTED ABOVE. SOME COMBINATION LAMPS THAT ARE NOT EQUIPPED WITH AMBER SIDE REFLECTORS FAIL TO CONFORM TO FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT. | 216 | 1.0% | |
| VEHICLE DESCRIPTION: PASSENGER VEHICLES. A MALFUNCTION OR FAILURE OF A COOLANT SYSTEM COMPONENT, SUCH AS A THERMOSTAT, WATER PUMP, OR FAN BELT, CAN RESULT IN SIGNIFICANTLY INCREASED COOLANT TEMPERATURE AND SYSTEM PRESSURE. IF THE INDICATIONS OF A CRITICAL OVERHEATING CONDITION IS NOT NOTICED BY THE DRIVER, IT IS POSSIBLE THAT DAMAGE TO, OR FAILURE OF, A COOLANT SYSTEM COMPONENT COULD OCCUR. | 206 | 1.0% | |
| DOPE, INC. IS RECALLING 42,540 COMBINATION CORNER AND BUMPER LAMP ASSEMBLIES OF VARIOUS PART NUMBERS SOLD FOR USE AS AFTERMARKET EQUIPMENT FOR VARIOUS PASSENGER VEHICLES. THESE HEADLAMPS FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, "LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT." THESE LAMPS DO NOT CONTAIN THE REQUIRED AMBER SIDE REFLECTORS. | 197 | 0.9% | |
| Toyota Motor Engineering & Manufacturing (Toyota) is recalling certain 2010-2016 4Runner, 2003-2006 Tundra, 2003-2013 Corolla, 2009-2010 Corolla Matrix, 2004-2005 RAV4, 2002-2007 Sequoia, 2011-2013 Sienna, 2008-2012 Scion xB, 2008-2009 Lexus IS-F, 2007-2012 Yaris and Lexus ES350, 2010-2017 Lexus GX460, 2002-2010 Lexus SC430, 2006-2012 Lexus IS250 and IS350 and 2010-2015 Lexus IS250C and IS350C vehicles. These vehicles had their driver or passenger frontal air bag inflators previously replaced under a prior recall using inflators of the same design. The inflators may explode due to propellant degradation occurring after long-term exposure to high absolute humidity, temperature and temperature cycling. | 184 | 0.9% | |
| CERTAIN CK MOTORSPORTS COMBINATION HEADLIGHTS, CLEAR CORNER, BUMPER, AND SIDE MARKER LIGHTS SOLD AS REPLACEMENT LAMPS FOR USE ON THE PASSENGER VEHICLES LISTED ABOVE. SOME COMBINATION LAMPS THAT ARE NOT EQUIPPED WITH AMBER SIDE REFLECTORS FAIL TO CONFORM TO FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 108, LAMPS, REFLECTIVE DEVICES, AND ASSOCIATED EQUIPMENT. | 173 | 0.8% | |
| Volvo Cars of N.A., LLC (Volvo) is recalling certain 2008-2016 V70 and XC70, 2007-2016 S80, 2011-2018 S60 and V60, 2016-2018 S60 Cross Country, 2014-2020 S60L, 2009-2015 S80L, 2009-2016 XC60 and 2015-2018 V60 Cross Country vehicles. The flexible steel cable that connects the seat belt to the front outboard seating positions may fatigue over time, causing the seat belt to not secure the occupant in the event of a crash. | 149 | 0.7% | |
| Honda (American Honda Motor Co.) is recalling certain 2018-2019 Acura NSX, 2019 Acura RDX, RLX and RLX Sport Hybrid, 2018-2019 Honda Accord, Civic Hatchback, Civic Type R and HR-V, 2019-2020 Insight and 2019 Fit vehicles. The low-pressure fuel pump inside the fuel tank may fail. | 140 | 0.7% | |
| Other values (3115) | 18428 | 85.9% | |
| (Missing) | 424 | 2.0% |
Length
| Max length | 1982 |
|---|---|
| Median length | 372 |
| Mean length | 443.2255569 |
| Min length | 3 |
| Distinct count | 2591 |
|---|---|
| Unique (%) | 12.7% |
| Missing | 1108 |
| Missing (%) | 5.2% |
| Memory size | 167.6 KiB |
| An inflator explosion may result in sharp metal fragments striking the driver or other occupants resulting in serious injury or death. | 1290 |
|---|---|
| A delayed or inoperative rearview camera display can reduce the driver's view of what is behind the vehicle, increasing the risk of a crash. | 630 |
| WITHOUT THE AMBER REFLECTORS, THE VEHICLE WILL BE POORLY ILLUMINATED, POSSIBLY RESULTING IN A VEHICLE CRASH WITHOUT WARNING. | 553 |
| Operating a vehicle without a functioning instrument panel or rearview camera display increases the risk of a crash. | 464 |
| DECREASED LIGHTING VISIBILITY MAY RESULT IN A VEHICLE CRASH. | 459 |
| Other values (2586) |
| Value | Count | Frequency (%) | |
| An inflator explosion may result in sharp metal fragments striking the driver or other occupants resulting in serious injury or death. | 1290 | 6.0% | |
| A delayed or inoperative rearview camera display can reduce the driver's view of what is behind the vehicle, increasing the risk of a crash. | 630 | 2.9% | |
| WITHOUT THE AMBER REFLECTORS, THE VEHICLE WILL BE POORLY ILLUMINATED, POSSIBLY RESULTING IN A VEHICLE CRASH WITHOUT WARNING. | 553 | 2.6% | |
| Operating a vehicle without a functioning instrument panel or rearview camera display increases the risk of a crash. | 464 | 2.2% | |
| DECREASED LIGHTING VISIBILITY MAY RESULT IN A VEHICLE CRASH. | 459 | 2.1% | |
| An inflator rupture may result in metal fragments striking the vehicle occupants resulting in serious injury or death. | 415 | 1.9% | |
| In the event of a crash necessitating deployment of the driver's frontal air bag, the inflator could rupture with metal fragments striking the driver or other occupants resulting in serious injury or death. | 282 | 1.3% | |
| IF A CRACK WERE TO FORM OR A SEAM WERE TO SEPARATE IN THE HEATER CORE END PIECE, HOT COOLANT COULD SUDDENLY BE EXPELLED, INCREASING THE RISK OF PERSONAL INJURY TO A VEHICLE OCCUPANT. | 206 | 1.0% | |
| If the fuel pump fails, the engine can stall while driving, increasing the risk of a crash. | 199 | 0.9% | |
| An unsecured occupant has an increased risk of injury in the event of a crash. | 149 | 0.7% | |
| Other values (2581) | 15703 | 73.2% | |
| (Missing) | 1108 | 5.2% |
Length
| Max length | 717 |
|---|---|
| Median length | 124 |
| Mean length | 130.9452419 |
| Min length | 3 |
| Distinct count | 3129 |
|---|---|
| Unique (%) | 14.9% |
| Missing | 411 |
| Missing (%) | 1.9% |
| Memory size | 167.6 KiB |
| Honda will notify owners that updated software is available. Owners have the option to either follow the mailed instructions to download and update the software for free, or visit a dealer to have the software update performed, free of charge. The recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is Y7Y. | 630 |
|---|---|
| Honda will notify owners, and dealers will reprogram the instrument panel control module software, free of charge. This recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is T89. | 464 |
| SABERSPORT WILL NOTIFY OWNERS AND OFFER A FULL REFUND FOR THE NONCOMPLIANT COMBINATION LAMPS. THE SAFETY RECALL BEGAN ON MAY 11, 2009. OWNERS MAY CONTACT SABERSPORT AT 1-909-598-7589. | 247 |
| PRO-A MOTORS WILL NOTIFY OWNERS AND OFFER TO REPURCHASE THE LAMPS. THE RECALL BEGAN ON APRIL 3, 2006. OWNERS MAY CONTACT PRO-A MOTORS AT 323-838-2988. | 216 |
| DEALERS WILL INSTALL A NEW DESIGN RADIATOR CAP TO CONTROL PRESSURE AND PROVIDE GREATER COOLANT OVERFLOW IN THE EVENT OF OVERHEATING. | 206 |
| Other values (3124) |
| Value | Count | Frequency (%) | |
| Honda will notify owners that updated software is available. Owners have the option to either follow the mailed instructions to download and update the software for free, or visit a dealer to have the software update performed, free of charge. The recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is Y7Y. | 630 | 2.9% | |
| Honda will notify owners, and dealers will reprogram the instrument panel control module software, free of charge. This recall is expected to begin September 23, 2020. Owners may contact Honda customer service at 1-888-234-2138. Honda's number for this recall is T89. | 464 | 2.2% | |
| SABERSPORT WILL NOTIFY OWNERS AND OFFER A FULL REFUND FOR THE NONCOMPLIANT COMBINATION LAMPS. THE SAFETY RECALL BEGAN ON MAY 11, 2009. OWNERS MAY CONTACT SABERSPORT AT 1-909-598-7589. | 247 | 1.2% | |
| PRO-A MOTORS WILL NOTIFY OWNERS AND OFFER TO REPURCHASE THE LAMPS. THE RECALL BEGAN ON APRIL 3, 2006. OWNERS MAY CONTACT PRO-A MOTORS AT 323-838-2988. | 216 | 1.0% | |
| DEALERS WILL INSTALL A NEW DESIGN RADIATOR CAP TO CONTROL PRESSURE AND PROVIDE GREATER COOLANT OVERFLOW IN THE EVENT OF OVERHEATING. | 206 | 1.0% | |
| DOPE, INC. WILL NOTIFY OWNERS AND OFFER A FULL REFUND FOR THE NONCOMPLIANT COMBINATION LAMPS. THE SAFETY RECALL BEGAN ON JULY 28, 2009. OWNERS MAY CONTACT DOPE, INC. AT 1-626-272-1798. | 197 | 0.9% | |
| Toyota will notify owners. Depending on the vehicle model, dealers will replace the front driver inflator, front passenger airbag inflator, the airbag assembly, or the front passenger airbag sub-assembly and inflator. The recall began November 20, 2019. Owners may contact Toyota customer service at 1-888-270-9371 or Lexus customer service at 1-800-255-3987. Toyota's numbers for this recall are J0A, J0B, and J0C. Lexus' numbers for this recall are JLI, JLJ, and JLK. | 184 | 0.9% | |
| CK MOTORSPORT WILL NOTIFY OWNERS AND REPLACE THE NONCOMPLIANT LAMPS FREE OF CHARGE. THE RECALL BEGAN ON JULY 1, 2006. OWNERS MAY CONTACT CK MOTORSPORT AT 1-909-610-7211. | 173 | 0.8% | |
| Volvo will notify owners, and dealers will replace the seat belt anchor cable for both front seats. This recall is expected to begin August 25, 2020. Owners may contact Volvo customer service at 1-800-458-1552. Volvo's number for this recall is R10029. | 149 | 0.7% | |
| Honda will notify owners and dealers will replace the fuel pump assembly, free of charge. The recall began July 22, 2020. Fit and HRV Owners will receive an interim letter notifying them of the safety risk, and a second letter will be sent once parts are available. Owners may contact Honda customer service at 1-888-234-2138. | 140 | 0.7% | |
| Other values (3119) | 18441 | 85.9% | |
| (Missing) | 411 | 1.9% |
Length
| Max length | 1290 |
|---|---|
| Median length | 245 |
| Mean length | 259.4101967 |
| Min length | 3 |
| Distinct count | 1668 |
|---|---|
| Unique (%) | 7.8% |
| Missing | 25 |
| Missing (%) | 0.1% |
| Memory size | 167.6 KiB |
| Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | |
|---|---|
| Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 1543 |
| OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> . | 671 |
| ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 322 |
| THIS RECALL ONLY PERTAINS TO AFTERMARKET REPLACEMENT EQUIPMENT AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON VEHICLES PRODUCED BY THE VEHICLE MANUFACTURER.IN ORDER TO DETERMINE IF YOUR AFTERMARKET LAMP ASSEMBLY IS AFFECTED BY THIS NONCOMPLIANCE, PLEASE REVIEW THE LIST OF MODEL NUMBERS PROVIDED TO US BY SABERSPORT.THE LIST CAN BE FOUND UNDER "DOCUMENT SEARCH" LOCATED AT THE BOTTOM OF YOUR SCREEN.OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> . | 247 |
| Other values (1663) |
| Value | Count | Frequency (%) | |
| Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 10084 | 47.0% | |
| Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 1543 | 7.2% | |
| OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> . | 671 | 3.1% | |
| ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 322 | 1.5% | |
| THIS RECALL ONLY PERTAINS TO AFTERMARKET REPLACEMENT EQUIPMENT AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON VEHICLES PRODUCED BY THE VEHICLE MANUFACTURER.IN ORDER TO DETERMINE IF YOUR AFTERMARKET LAMP ASSEMBLY IS AFFECTED BY THIS NONCOMPLIANCE, PLEASE REVIEW THE LIST OF MODEL NUMBERS PROVIDED TO US BY SABERSPORT.THE LIST CAN BE FOUND UNDER "DOCUMENT SEARCH" LOCATED AT THE BOTTOM OF YOUR SCREEN.OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> . | 247 | 1.2% | |
| CUSTOMERS CAN ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 239 | 1.1% | |
| THIS RECALL ONLY PERTAINS TO PRO-A MOTORS AFTERMARKET LAMPS AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON THE LISTED PASSENGER VEHICLES.FOR MORE INFORMATION ON THE LAMP MODEL NUMBERS, CLICK ON DOCUMENT SEARCH AND VIEW DOCUMENT TITLED "LAMP MODEL NUMBERS."CUSTOMERS MAY CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY: 1-800-424-9153); OR GO TO HTTP://WWW.SAFERCAR.GOV. | 216 | 1.0% | |
| OWNER NOTIFICATION BEGAN MARCH 31, 1999. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT BMW AT 1-800-831-1117.ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 206 | 1.0% | |
| THIS RECALL ONLY PERTAINS TO AFTERMARKET REPLACEMENT EQUIPMENT AND HAS NO RELATION TO ANY ORIGINAL EQUIPMENT INSTALLED ON VEHICLES PRODUCED BY THE VEHICLE MANUFACTURER.IN ORDER TO DETERMINE IF YOUR AFTERMARKET LAMP ASSEMBLY IS AFFECTED BY THIS NONCOMPLIANCE, PLEASE REVIEW THE LIST OF MODEL NUMBERS PROVIDED TO US BY DOPE, INC.THE LIST CAN BE FOUND UNDER "DOCUMENT SEARCH" LOCATED AT THE BOTTOM OF YOUR SCREEN. OWNERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO <A HREF=HTTP://WWW.SAFERCAR.GOV>HTTP://WWW.SAFERCAR.GOV</A> . | 197 | 0.9% | |
| CUSTOMERS MAY CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY: 1-800-424-9153); OR GO TO HTTP://WWW.SAFERCAR.GOV. | 179 | 0.8% | |
| Other values (1658) | 7529 | 35.1% |
Length
| Max length | 884 |
|---|---|
| Median length | 164 |
| Mean length | 215.3539472 |
| Min length | 3 |
| Distinct count | 19743 |
|---|---|
| Unique (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 167.6 KiB |
| 000104612004461733000001105 | 45 |
|---|---|
| 000104612004229172000001105 | 45 |
| 000104612004170726000001105 | 45 |
| 000104612004229274000001568 | 45 |
| 000104612004461733000001568 | 45 |
| Other values (19738) |
| Value | Count | Frequency (%) | |
| 000104612004461733000001105 | 45 | 0.2% | |
| 000104612004229172000001105 | 45 | 0.2% | |
| 000104612004170726000001105 | 45 | 0.2% | |
| 000104612004229274000001568 | 45 | 0.2% | |
| 000104612004461733000001568 | 45 | 0.2% | |
| 000104612004229336000001568 | 45 | 0.2% | |
| 000104612004229336000001105 | 45 | 0.2% | |
| 000104612004170727000001568 | 45 | 0.2% | |
| 000104612004170726000001568 | 45 | 0.2% | |
| 000104612004222739000001568 | 45 | 0.2% | |
| Other values (19733) | 21008 | 97.9% |
Length
| Max length | 27 |
|---|---|
| Median length | 27 |
| Mean length | 27 |
| Min length | 27 |
| Distinct count | 61 |
|---|---|
| Unique (%) | 3.2% |
| Missing | 19570 |
| Missing (%) | 91.2% |
| Memory size | 167.6 KiB |
| Unit Assy, Infotainment Control | |
|---|---|
| Meter Assy., Combination | |
| Seat belt cable fastening | |
| Fuel Pump Module | |
| Wire, Engine Room Main | 102 |
| Other values (56) |
| Value | Count | Frequency (%) | |
| Unit Assy, Infotainment Control | 630 | 2.9% | |
| Meter Assy., Combination | 464 | 2.2% | |
| Seat belt cable fastening | 149 | 0.7% | |
| Fuel Pump Module | 140 | 0.7% | |
| Wire, Engine Room Main | 102 | 0.5% | |
| MODULE ASSY - AIR BAG, DRIVER | 56 | 0.3% | |
| Computer, Power Management Control | 49 | 0.2% | |
| Rear Seat Belt Set | 33 | 0.2% | |
| ACSM4i, Mid-Roll | 24 | 0.1% | |
| PUMP WITH FILTER | 24 | 0.1% | |
| Other values (51) | 217 | 1.0% | |
| (Missing) | 19570 | 91.2% |
Length
| Max length | 48 |
|---|---|
| Median length | 3 |
| Mean length | 5.001677696 |
| Min length | 3 |
| Distinct count | 68 |
|---|---|
| Unique (%) | 3.6% |
| Missing | 19581 |
| Missing (%) | 91.3% |
| Memory size | 167.6 KiB |
| Odyssey | |
|---|---|
| Pilot | |
| Seat belt cable fastening | |
| Passport | |
| Wire Harness | 102 |
| Other values (63) |
| Value | Count | Frequency (%) | |
| Odyssey | 546 | 2.5% | |
| Pilot | 424 | 2.0% | |
| Seat belt cable fastening | 149 | 0.7% | |
| Passport | 132 | 0.6% | |
| Wire Harness | 102 | 0.5% | |
| PSDI-5D Inflator for Front Driver Air Bag Module | 56 | 0.3% | |
| Hybrid Control ECU | 49 | 0.2% | |
| Air Bag Control Unit | 24 | 0.1% | |
| Pump with filter | 24 | 0.1% | |
| Head Air Bag - Left Side | 16 | 0.1% | |
| Other values (58) | 355 | 1.7% | |
| (Missing) | 19581 | 91.3% |
Length
| Max length | 120 |
|---|---|
| Median length | 3 |
| Mean length | 3.802917327 |
| Min length | 3 |
| Distinct count | 187 |
|---|---|
| Unique (%) | 10.8% |
| Missing | 19730 |
| Missing (%) | 91.9% |
| Memory size | 167.6 KiB |
| 9873244-01 | 24 |
|---|---|
| 78100-THR-AC2 | 16 |
| 78100-THR-A21 | 16 |
| 78100-THR-AC4 | 16 |
| 78100-THR-AB2 | 16 |
| Other values (182) |
| Value | Count | Frequency (%) | |
| 9873244-01 | 24 | 0.1% | |
| 78100-THR-AC2 | 16 | 0.1% | |
| 78100-THR-A21 | 16 | 0.1% | |
| 78100-THR-AC4 | 16 | 0.1% | |
| 78100-THR-AB2 | 16 | 0.1% | |
| 78100-THR-A71 | 16 | 0.1% | |
| 78100-THR-AD4 | 16 | 0.1% | |
| 78100-TG7-AX1 | 16 | 0.1% | |
| 78100-TGS-AJ2 | 16 | 0.1% | |
| 78100-TGS-AK2 | 16 | 0.1% | |
| Other values (177) | 1560 | 7.3% | |
| (Missing) | 19730 | 91.9% |
Length
| Max length | 94 |
|---|---|
| Median length | 3 |
| Mean length | 3.830273092 |
| Min length | 3 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | RecordID | CampaignNumber | VehicleMake | VehicleModel | VehicleYear | MfgCampaignNumber | ComponentName | MfgFiledReport | MfgBeginDate | MfgEndDate | RecallTypeCode | PotentialUnitsAffected | OwnerNotifiedDate | RecallInitiator | MfgOfRecalledProducts | ReportReceivedDate | RecordCreationDate | RegulationPartNumber | FMVSafetyStandardNumber | DefectSummary | ConsequenceSummary | CorrectiveSummary | RecallNotes | RecallComponentID | mfr_comp_name | mfr_comp_desc | mfr_comp_ptno | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 48 | 49 | 02V250000 | HONDA | FSC600 | 2002 | NaN | WHEELS | AMERICAN HONDA MOTOR CO. | 20010808.0 | 20020708.0 | V | 2454.0 | 20020927.0 | MFR | Honda (American Honda Motor Co.) | 20020917.0 | 20020917 | NaN | NaN | ON CERTAIN MOTORCYCLES, UNDER CERTAIN RIDING CONDITIONS, SUCH AS CONTINUOUSLY BUMPY ROADS, THE REAR WHEEL COULD DEVELOP STRESS CRACKS WHERE THE WHEEL SPOKES ATTACH TO THE HUB. | THE SPOKES WILL EVENTUALLY FAIL, CAUSING THE WHEEL TO COLLAPSE WITHOUT WARNING. | DEALERS WILL REPLACE THE REAR WHEEL, INCLUDING A NEW TIRE. OWNER NOTIFICATION IS EXPECTED TO BEGIN DURING SEPTEMBER 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT HONDA MOTORCYCLE AT 1-800-289-8226. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015234000106390000000309 | NaN | NaN | NaN |
| 1 | 49 | 50 | 02V250000 | HONDA | SILVER WING | 2002 | NaN | WHEELS | AMERICAN HONDA MOTOR CO. | 20010808.0 | 20020708.0 | V | 2454.0 | 20020927.0 | MFR | Honda (American Honda Motor Co.) | 20020917.0 | 20020917 | NaN | NaN | ON CERTAIN MOTORCYCLES, UNDER CERTAIN RIDING CONDITIONS, SUCH AS CONTINUOUSLY BUMPY ROADS, THE REAR WHEEL COULD DEVELOP STRESS CRACKS WHERE THE WHEEL SPOKES ATTACH TO THE HUB. | THE SPOKES WILL EVENTUALLY FAIL, CAUSING THE WHEEL TO COLLAPSE WITHOUT WARNING. | DEALERS WILL REPLACE THE REAR WHEEL, INCLUDING A NEW TIRE. OWNER NOTIFICATION IS EXPECTED TO BEGIN DURING SEPTEMBER 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT HONDA MOTORCYCLE AT 1-800-289-8226. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015234000106389000000309 | NaN | NaN | NaN |
| 2 | 67 | 68 | 06V043000 | VOLKSWAGEN | BEETLE | 2006 | M8 | EQUIPMENT:OTHER:LABELS | VOLKSWAGEN OF AMERICA, INC | 20051004.0 | 20060128.0 | V | 906.0 | 20060227.0 | MFR | Volkswagen Group of America, Inc. | 20060209.0 | 20060214 | 571 | 110 | CERTAIN PASSENGER VEHICLES EQUIPPED WITH 17-INCH WHEELS AND A 2.5L ENGINE FAIL TO CONFORM TO THE REQUIREMENTS OF FEDERAL MOTOR VEHICLE SAFETY STANDARD NO. 110, "TIRE SELECTION AND RIMS." THESE VEHICLES WERE PRODUCED WITH A TIRE INFORMATION LABEL THAT LISTS AN INCORRECT FRONT TIRE SIZE. THE CORRECT FRONT TIRE SIZE SHOULD BE LISTED AS 225/45 R17. THE INFLATION PRESSURE IS CORRECT. | A MISPRINTED LABEL COULD LEAD TO FITMENT OF IMPROPERLY SIZED REPLACEMENT TIRES. | OWNERS WILL BE PROVIDED WITH A NEW TIRE INFORMATION LABEL AND INSTALLATION INSTRUCTIONS. AT THE CUSTOMER'S OPTION, A DEALER CAN PERFORM THE INSTALLATION FOR THEM FREE OF CHARGE. THE RECALL BEGAN ON FEBRUARY 27, 2006. OWNERS MAY CONTACT VOLKSWAGEN AT 1-800-893-5298. | VOLKSWAGEN RECALL NO. M8.CUSTOMERS MAY ALSO CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S VEHICLE SAFETY HOTLINE AT 1-888-327-4236 (TTY 1-800-424-9153), OR GO TO HTTP://WWW.SAFERCAR.GOV. | 000022568000222738000000349 | NaN | NaN | NaN |
| 3 | 97 | 98 | 02V037005 | VOLVO | WX | 2000 | NaN | STEERING:LINKAGES:TIE ROD ASSEMBLY | VOLVO TRUCKS NORTH AMERICA INC | 19990614.0 | 20000831.0 | V | 19915.0 | 20020725.0 | MFR | Volvo Trucks North America | 20020815.0 | 20020815 | NaN | NaN | ON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS. | IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH. | DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015117000106287000000020 | NaN | NaN | NaN |
| 4 | 98 | 99 | 02V037005 | VOLVO | WX | 1999 | NaN | STEERING:LINKAGES:TIE ROD ASSEMBLY | VOLVO TRUCKS NORTH AMERICA INC | 19990614.0 | 20000831.0 | V | 19915.0 | 20020725.0 | MFR | Volvo Trucks North America | 20020815.0 | 20020815 | NaN | NaN | ON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS. | IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH. | DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015117000106286000000020 | NaN | NaN | NaN |
| 5 | 99 | 100 | 02V037005 | VOLVO | WG | 2000 | NaN | STEERING:LINKAGES:TIE ROD ASSEMBLY | VOLVO TRUCKS NORTH AMERICA INC | 19990614.0 | 20000831.0 | V | 19915.0 | 20020725.0 | MFR | Volvo Trucks North America | 20020815.0 | 20020815 | NaN | NaN | ON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS. | IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH. | DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015117000106285000000020 | NaN | NaN | NaN |
| 6 | 100 | 101 | 02V037005 | VOLVO | WAH | 2000 | NaN | STEERING:LINKAGES:TIE ROD ASSEMBLY | VOLVO TRUCKS NORTH AMERICA INC | 19990614.0 | 20000831.0 | V | 19915.0 | 20020725.0 | MFR | Volvo Trucks North America | 20020815.0 | 20020815 | NaN | NaN | ON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS. | IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH. | DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015117000106283000000020 | NaN | NaN | NaN |
| 7 | 101 | 102 | 02V037005 | VOLVO | WAH | 1999 | NaN | STEERING:LINKAGES:TIE ROD ASSEMBLY | VOLVO TRUCKS NORTH AMERICA INC | 19990614.0 | 20000831.0 | V | 19915.0 | 20020725.0 | MFR | Volvo Trucks North America | 20020815.0 | 20020815 | NaN | NaN | ON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS. | IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH. | DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015117000106282000000020 | NaN | NaN | NaN |
| 8 | 102 | 103 | 02V037005 | VOLVO | VHD | 2000 | NaN | STEERING:LINKAGES:TIE ROD ASSEMBLY | VOLVO TRUCKS NORTH AMERICA INC | 19990614.0 | 20000831.0 | V | 19915.0 | 20020725.0 | MFR | Volvo Trucks North America | 20020815.0 | 20020815 | NaN | NaN | ON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS. | IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH. | DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015117000106281000000020 | NaN | NaN | NaN |
| 9 | 103 | 104 | 02V037005 | VOLVO | VHD | 1999 | NaN | STEERING:LINKAGES:TIE ROD ASSEMBLY | VOLVO TRUCKS NORTH AMERICA INC | 19990614.0 | 20000831.0 | V | 19915.0 | 20020725.0 | MFR | Volvo Trucks North America | 20020815.0 | 20020815 | NaN | NaN | ON SOME HEAVY DUTY CLASS 8 VEHICLES EQUIPPED WITH ARVINMERITOR AXLE ASSEMBLIES WHICH MAY HAVE BEEN MANUFACTURED WITH TRW MODEL 20EDL BALL SOCKETS, THE TIE ROD BALL-SOCKET BEARINGS HAVE A BELOW SPECIFICATION CASE DEPTH AND/OR HARDNESS WHICH CAN LEAD TO PREMATURE WEAR OUT OF THE SOCKET IN SOME APPLICATIONS. | IF THIS CONDITION OCCURS, THE DRIVER CAN LOSE STEERING CONTROL, POSSIBLY RESULTING IN A VEHICLE CRASH. | DEALERS WILL REPLACE THE BALL SOCKET ASSEMBLIES. THIS CAMPAIGN SUPERSEDES NHTSA CAMPAIGN NOS. 01V-139.001 AND 02V-037.002. OWNER NOTIFICATION BEGAN JULY 25, 2002. OWNERS WHO TAKE THEIR VEHICLES TO AN AUTHORIZED DEALER ON AN AGREED UPON SERVICE DATE AND DO NOT RECEIVE THE FREE REMEDY WITHIN A REASONABLE TIME SHOULD CONTACT VOLVO TRUCKS AT 1-800-528-6586. | ALSO, CUSTOMERS CAN CONTACT THE NATIONAL HIGHWAY TRAFFIC SAFETY ADMINISTRATION'S AUTO SAFETY HOTLINE AT 1-888-DASH-2-DOT (1-888-327-4236). | 000015117000106280000000020 | NaN | NaN | NaN |
Last rows
| df_index | RecordID | CampaignNumber | VehicleMake | VehicleModel | VehicleYear | MfgCampaignNumber | ComponentName | MfgFiledReport | MfgBeginDate | MfgEndDate | RecallTypeCode | PotentialUnitsAffected | OwnerNotifiedDate | RecallInitiator | MfgOfRecalledProducts | ReportReceivedDate | RecordCreationDate | RegulationPartNumber | FMVSafetyStandardNumber | DefectSummary | ConsequenceSummary | CorrectiveSummary | RecallNotes | RecallComponentID | mfr_comp_name | mfr_comp_desc | mfr_comp_ptno | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 21448 | 154289 | 154290 | 20V355000 | BMW | 330I | 2019 | Toyota: 20TA09 | STEERING:LINKAGES:TIE ROD ASSEMBLY | BMW of North America, LLC | NaN | NaN | V | 2779.0 | NaN | MFR | BMW of North America, LLC | 20200615.0 | 20200616 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2019 Z4 sDrive30i, 2019-2020 330i xDrive, M340i and M340i xDrive, 2020 X3M and X4M, and Toyota Supra vehicles. In certain driving conditions, such as high temperatures and rough road surfaces, a steering gear tie rod may become damaged, possibly resulting in a fractured tie rod. | A damaged or fractured tie rod may affect vehicle handling and control, increasing the risk of a crash. | BMW and Toyota will notify owners, and dealers will replace the steering gear tie rods, free of charge. This recall is expected to begin August 7, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000103867004003718000000020 | Steering Gear Tie Rod | Steering Gear Tie Rod | 6887401 / 6887403 |
| 21449 | 154290 | 154291 | 20V355000 | BMW | Z4 | 2019 | Toyota: 20TA09 | STEERING:LINKAGES:TIE ROD ASSEMBLY | BMW of North America, LLC | NaN | NaN | V | 2779.0 | NaN | MFR | BMW of North America, LLC | 20200615.0 | 20200616 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2019 Z4 sDrive30i, 2019-2020 330i xDrive, M340i and M340i xDrive, 2020 X3M and X4M, and Toyota Supra vehicles. In certain driving conditions, such as high temperatures and rough road surfaces, a steering gear tie rod may become damaged, possibly resulting in a fractured tie rod. | A damaged or fractured tie rod may affect vehicle handling and control, increasing the risk of a crash. | BMW and Toyota will notify owners, and dealers will replace the steering gear tie rods, free of charge. This recall is expected to begin August 7, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000103867003983719000000020 | Steering Gear Tie Rod | Steering Gear Tie Rod | 6887401 / 6887403 |
| 21450 | 154291 | 154292 | 20V355000 | BMW | M340I | 2020 | Toyota: 20TA09 | STEERING:LINKAGES:TIE ROD ASSEMBLY | BMW of North America, LLC | NaN | NaN | V | 2779.0 | NaN | MFR | BMW of North America, LLC | 20200615.0 | 20200616 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2019 Z4 sDrive30i, 2019-2020 330i xDrive, M340i and M340i xDrive, 2020 X3M and X4M, and Toyota Supra vehicles. In certain driving conditions, such as high temperatures and rough road surfaces, a steering gear tie rod may become damaged, possibly resulting in a fractured tie rod. | A damaged or fractured tie rod may affect vehicle handling and control, increasing the risk of a crash. | BMW and Toyota will notify owners, and dealers will replace the steering gear tie rods, free of charge. This recall is expected to begin August 7, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000103867004155727000000020 | Steering Gear Tie Rod | Steering Gear Tie Rod | 6887401 / 6887403 |
| 21451 | 154292 | 154293 | 20V447000 | HYUNDAI | GENESIS G70 | 2020 | 004G | STEERING | Hyundai Motor America | NaN | NaN | V | 2.0 | NaN | MFR | Hyundai Motor America | 20200731.0 | 20200731 | NaN | NaN | Hyundai Motor America (Hyundai) is recalling certain 2020 Genesis G70 vehicles. A component within the Rack Mounted Motor Driven Power Steering (R-MDPS) Assembly may have been manufactured incorrectly, possibly resulting in the steering locking or becoming difficult while driving. | A loss of steering control can increase the risk of a crash. | Hyundai dealers have replaced the R-MDPS Assemblies, free of charge, prior to the sale of the vehicles. Owners may contact Hyundai customer service at 1-855-371-9460. Hyundai's number for this recall is 004G. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000104645004462731000000001 | NaN | NaN | NaN |
| 21452 | 154351 | 154352 | 19V738000 | BMW | X4 | 2020 | NaN | STEERING:RACK AND PINION:PINION SHAFT | BMW of North America, LLC | 20190928.0 | 20190928.0 | V | 20.0 | 20191009.0 | MFR | BMW of North America, LLC | 20191016.0 | 20191017 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2020 BMW X3 M40i and X4 M40i vehicles. The steering rack pinion teeth may break under load, resulting in a loss of steering control. | A loss of steering control increases risk of a crash. | BMW has notified owners, and dealers will replace the steering gear, free of charge. The recall began October 9, 2019. Owners may contact BMW customer service at 1-800-525-7417. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000100086004185720000000009 | NaN | NaN | NaN |
| 21453 | 154352 | 154353 | 19V738000 | BMW | X3 | 2020 | NaN | STEERING:RACK AND PINION:PINION SHAFT | BMW of North America, LLC | 20190927.0 | 20190928.0 | V | 20.0 | 20191009.0 | MFR | BMW of North America, LLC | 20191016.0 | 20191017 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2020 BMW X3 M40i and X4 M40i vehicles. The steering rack pinion teeth may break under load, resulting in a loss of steering control. | A loss of steering control increases risk of a crash. | BMW has notified owners, and dealers will replace the steering gear, free of charge. The recall began October 9, 2019. Owners may contact BMW customer service at 1-800-525-7417. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000100086004185719000000009 | NaN | NaN | NaN |
| 21454 | 154387 | 154388 | 19V617000 | VOLVO | VNL | 2015 | RVXX1905 | SUSPENSION:FRONT | Volvo Trucks North America | 20140604.0 | 20140611.0 | V | 20.0 | 20190927.0 | MFR | Volvo Trucks North America | 20190821.0 | 20190822 | NaN | NaN | Volvo Trucks North America (Volvo Trucks) is recalling certain 2015 VNL vehicles equipped with Meritor FF967 Non-Drive Front Steer axles. The axles missed the heat treating operation during manufacturing, reducing their strength and possibly causing the axle beams to fracture. | Fracture of the axle beam can cause a loss of vehicle control, increasing the risk of a crash. | Volvo Trucks will notify the affected vehicle owners, and dealers will inspect and replace the axles as necessary, free of charge. The recall began September 27, 2019. Owners may contact Meritor customer service at 1-800-528-6586. Volvo Trucks' number for this recall is RVXX1905. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000099291001971401000000023 | NaN | NaN | NaN |
| 21455 | 154388 | 154389 | 19V850000 | BMW | Z4 | 2020 | Toyota - 19TA20 | EXTERIOR LIGHTING:HEADLIGHTS | BMW of North America, LLC | 20190716.0 | 20190820.0 | V | 245.0 | 20200124.0 | MFR | BMW of North America, LLC | 20191127.0 | 20191202 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2020 Z4 M40i, Z4 sDrive30i, 330i and 330i xDrive vehicles as well as 2020 Toyota Supra vehicles. The headlight control units may fail causing a loss of one or both of the headlights. | Headlight failure can reduce the driver's visibility, increasing the risk of a crash. | BMW will notify owners, and dealers will replace the headlight control units, free of charge. The recall is expected to begin January 17, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000100828004188718000000217 | NaN | NaN | NaN |
| 21456 | 154389 | 154390 | 19V850000 | TOYOTA | SUPRA | 2020 | Toyota - 19TA20 | EXTERIOR LIGHTING:HEADLIGHTS | BMW of North America, LLC | 20190715.0 | 20190725.0 | V | 245.0 | 20200124.0 | MFR | Toyota Motor Corporation | 20191127.0 | 20191202 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2020 Z4 M40i, Z4 sDrive30i, 330i and 330i xDrive vehicles as well as 2020 Toyota Supra vehicles. The headlight control units may fail causing a loss of one or both of the headlights. | Headlight failure can reduce the driver's visibility, increasing the risk of a crash. | BMW will notify owners, and dealers will replace the headlight control units, free of charge. The recall is expected to begin January 17, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000100828004130726000000217 | NaN | NaN | NaN |
| 21457 | 154390 | 154391 | 19V850000 | BMW | 330I | 2020 | Toyota - 19TA20 | EXTERIOR LIGHTING:HEADLIGHTS | BMW of North America, LLC | 20190722.0 | 20191018.0 | V | 245.0 | 20200124.0 | MFR | BMW of North America, LLC | 20191127.0 | 20191202 | NaN | NaN | BMW of North America, LLC (BMW) is recalling certain 2020 Z4 M40i, Z4 sDrive30i, 330i and 330i xDrive vehicles as well as 2020 Toyota Supra vehicles. The headlight control units may fail causing a loss of one or both of the headlights. | Headlight failure can reduce the driver's visibility, increasing the risk of a crash. | BMW will notify owners, and dealers will replace the headlight control units, free of charge. The recall is expected to begin January 17, 2020. Owners may contact BMW customer service at 1-800-525-7417 or Toyota customer service at 1-888-270-9371. | Owners may also contact the National Highway Traffic Safety Administration Vehicle Safety Hotline at 1-888-327-4236 (TTY 1-800-424-9153), or go to www.safercar.gov. | 000100828004187724000000217 | NaN | NaN | NaN |